Introducing: PlayerZero
The world's first Engineering World Model that puts debugging, fixing, and testing your code on autopilot.
We've raised $20M from Foundation Capital, @matei_zaharia (Databricks), @pbailis (Workday), @rauchg (Vercel), @zoink (Figma), @drewhouston (Dropbox), and more
PlayerZero frees up 30% of your engineering bandwidth by:
1. Finding the root cause for bugs & incidents in minutes that engineering teams take days to identify.
2. Predicting in minutes, edge case issues that a 300-person QA team would take weeks to find.
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Here's why this matters:
No one in your org has a complete picture of how your production software actually behaves.
Support sees tickets. SRE sees infra. Dev sees code. Each team builds their own fragmented view - and none of these systems talk to each other. When something breaks, everyone scrambles to stitch the picture together by hand.
PlayerZero connects all of it into a single context graph -
→ The Slack thread where your lead said "we went with X because Y fell apart in prod last time"
→ The PR review where an engineer explained the tradeoff
→ The lifetime history of your CI/CD pipeline, observability stack, incidents, and support tickets
So you can trace any problem to its root cause across every silo.
And it compounds. Every incident diagnosed teaches the model something new. The longer it runs, the deeper it understands - which code paths are high-risk, which configurations are fragile, which changes tend to break which customer flows.
So when you sit down to debug a live issue, you have your entire org's collective reasoning and production memory behind you - instantly.
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Zuora, Georgia-Pacific, and Nylas have reduced resolution time by 90% and caught 95% of breaking changes and freeing an average of $30M in engineering bandwidth.
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Our guarantee:
If we can't increase your engineering bandwidth by at least 20% within one week, we'll donate $10,000 to an open-source project of your choice.
Book a demo - https://t.co/dH1dulIwSS
If you're lost in your career, when I was leaving private equity, @BrianNorgard gave me advice that changed my life:
He said, "Everyone has the capacity to design their life exactly how they want. The question is whether or not they have the courage to do so."
These are questions that helped me design my life:
1. What matters most to you?
2. Who do you want to be?
3. What gives you the most energy?
4. Assume you'll be successful at whatever you do. What is the actual work you want to do?
5. Do you work with people, by yourself, in a big office, remotely on a golf course, etc.?
6. What types of people do you want in your life?
7. If you're lucky to live to 80, that means you get 4,000 weeks. How do you want to spend that time?
8. How do you NOT want to spend that time?
9. How rich do you want to be?
10. What are you willing to sacrifice to get to that level of wealth?
You either work to bring YOUR dreams to life or you work as a COG in SOMEONE ELSE'S dream, helping them live THEIR dream life...
Wouldn't it be a tremendous waste of your one & only life never to live the life you truly want ?
It all comes down to courage...
In a different world, I would hope life is kinder to me at the start. It’s brave to fight, it’s nice to be able to rise through the odds and win some battles. But life leaves its scars. Always. And just when you think you cheated life, that you went through it all and emerged fine, there is a siren somewhere waiting to take you back to the crime scene.
When you look at a scar, you see healing. But a scar is also evidence of things that shouldn’t have been. Imperfection is useful; it signals skin in the game, but it’s also exhausting— once there is a crack in the wall, even a flash of lightning triggers the homeowner. Once the world has its mark on you, it always has a way of reminding you that there’s still work to be done.
My new favorite word: sonder.
It's the profound awareness that every person you encounter has experienced a lifetime of hopes, fears, loves, and heartaches that you'll never know.
Each moment of sonder is a reminder to appreciate how little we truly grasp about others' lives.
Brick by brick bro, don’t cheat the grind, don’t try to skip the struggle, don’t try to speed it up, don’t look for short cuts, you gonna need to learn all those lessons so when you get to where you’re going you don’t fumble the opportunity
One of the biggest wins in my life has been learning how to lose. Learning that loss is a frequent part of life and how to own, adapt, and overcome a loss of any kind has become an invaluable tool.